MIVisionX WinML Utilities

MIVisionX WinML Validate

This utility can be used to test and verify the ONNX model on the Windows platform. If the ONNX model is supported by this utility, the amd_winml extension can import the ONNX model and add other OpenVX nodes for pre & post-processing in a single OpenVX graph to run efficient inference.

Usage:

    MIVisionX-WinML-Validate.exe [options]  --m <ONNX.model full path>
                                            --i <model input tensor name>
                                            --o <model output tensor name>
                                            --s <output tensor size in (n,c,h,w)>
                                            --l <label.txt full path>
                                            --f <image frame full path>
                                            --d <Learning Model Device Kind <DirectXHighPerformance>> [optional]

MIVisionX ONNX Model Validation Parameters

    --m/--model                     -- onnx model full path [required]
    --i/--inputName                 -- model input tensor name [required]
    --o/--outputName                -- model output tensor name [required]
    --s/--outputSize                -- model output tensor size <n,c,h,w> [required]
    --l/--label                     -- label.txt file full path [required]
    --f/--imageFrame                -- imageFrame.png file full path [required]
    --d/--deviceKind                -- Learning Model Device Kind <0-4> [optional]
                                     0 - Default
                                     1 - Cpu
                                     2 - DirectX
                                     3 - DirectXHighPerformance
                                     4 - DirectXMinPower

MIVisionX ONNX Model Validation Options

    --h/--help      -- Show full help

NOTE: Samples are available